Algorithmic Strategies for Sustainable Reuse of Neural Network Accelerators with Permanent Faults

Youssef A. Ait Alama, Sampada Sakpal, Ke Wang +3

Hardware failures are a growing challenge for machine learning accelerators, many of which are based on systolic arrays. When a permanent hardware failure occurs in a systolic arra…